Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 1311 |
| Missing cells | 588 |
| Missing cells (%) | 2.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 206.4 KiB |
| Average record size in memory | 161.2 B |
Variable types
| Categorical | 4 |
|---|---|
| Numeric | 12 |
owner has a high cardinality: 305 distinct values | High cardinality |
aroma is highly overall correlated with flavor and 6 other fields | High correlation |
flavor is highly overall correlated with aroma and 6 other fields | High correlation |
aftertaste is highly overall correlated with aroma and 6 other fields | High correlation |
acidity is highly overall correlated with aroma and 6 other fields | High correlation |
body is highly overall correlated with aroma and 6 other fields | High correlation |
balance is highly overall correlated with aroma and 6 other fields | High correlation |
uniformity is highly overall correlated with clean_cup | High correlation |
clean_cup is highly overall correlated with uniformity | High correlation |
cupper_points is highly overall correlated with aroma and 6 other fields | High correlation |
total_cup_points is highly overall correlated with aroma and 6 other fields | High correlation |
variety has 201 (15.3%) missing values | Missing |
processing_method has 152 (11.6%) missing values | Missing |
altitude_mean_meters has 227 (17.3%) missing values | Missing |
altitude_mean_meters is highly skewed (γ1 = 20.09518078) | Skewed |
Reproduction
| Analysis started | 2023-07-28 17:56:35.248364 |
|---|---|
| Analysis finished | 2023-07-28 17:57:02.646902 |
| Duration | 27.4 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
owner
Categorical
| Distinct | 305 |
|---|---|
| Distinct (%) | 23.4% |
| Missing | 7 |
| Missing (%) | 0.5% |
| Memory size | 20.5 KiB |
| juan luis alvarado romero | |
|---|---|
| racafe & cia s.c.a | 60 |
| exportadora de cafe condor s.a | 54 |
| kona pacific farmers cooperative | 52 |
| ipanema coffees | 50 |
| Other values (300) |
Length
| Max length | 50 |
|---|---|
| Median length | 40 |
| Mean length | 21.347393 |
| Min length | 3 |
Characters and Unicode
| Total characters | 27837 |
|---|---|
| Distinct characters | 51 |
| Distinct categories | 7 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 3 ? |
Unique
| Unique | 167 ? |
|---|---|
| Unique (%) | 12.8% |
Sample
| 1st row | metad plc |
|---|---|
| 2nd row | metad plc |
| 3rd row | grounds for health admin |
| 4th row | yidnekachew dabessa |
| 5th row | metad plc |
Common Values
| Value | Count | Frequency (%) |
| juan luis alvarado romero | 155 | 11.8% |
| racafe & cia s.c.a | 60 | 4.6% |
| exportadora de cafe condor s.a | 54 | 4.1% |
| kona pacific farmers cooperative | 52 | 4.0% |
| ipanema coffees | 50 | 3.8% |
| cqi taiwan icp cqi台灣合作夥伴 | 47 | 3.6% |
| lin, che-hao krude 林哲豪 | 30 | 2.3% |
| nucoffee | 29 | 2.2% |
| carcafe ltda ci | 27 | 2.1% |
| the coffee source inc. | 23 | 1.8% |
| Other values (295) | 777 |
Length
| Value | Count | Frequency (%) |
| luis | 167 | 3.9% |
| juan | 160 | 3.8% |
| alvarado | 155 | 3.6% |
| romero | 155 | 3.6% |
| de | 114 | 2.7% |
| s.a | 101 | 2.4% |
| coffee | 83 | 1.9% |
| cafe | 72 | 1.7% |
| exportadora | 70 | 1.6% |
| coffees | 67 | 1.6% |
| Other values (642) | 3115 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 3397 | |
| 2963 | 10.6% | |
| e | 2534 | 9.1% |
| o | 2173 | 7.8% |
| r | 1962 | 7.0% |
| i | 1619 | 5.8% |
| c | 1614 | 5.8% |
| n | 1326 | 4.8% |
| l | 1127 | 4.0% |
| s | 1087 | 3.9% |
| Other values (41) | 8035 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 23889 | |
| Space Separator | 2963 | 10.6% |
| Other Punctuation | 512 | 1.8% |
| Other Letter | 404 | 1.5% |
| Dash Punctuation | 43 | 0.2% |
| Open Punctuation | 13 | < 0.1% |
| Close Punctuation | 13 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 3397 | |
| e | 2534 | |
| o | 2173 | 9.1% |
| r | 1962 | 8.2% |
| i | 1619 | 6.8% |
| c | 1614 | 6.8% |
| n | 1326 | 5.6% |
| l | 1127 | 4.7% |
| s | 1087 | 4.6% |
| d | 945 | 4.0% |
| Other values (21) | 6105 |
Other Letter
| Value | Count | Frequency (%) |
| 灣 | 47 | |
| 伴 | 47 | |
| 夥 | 47 | |
| 作 | 47 | |
| 合 | 47 | |
| 台 | 47 | |
| 林 | 30 | |
| 哲 | 30 | |
| 豪 | 30 | |
| 宏 | 8 | 2.0% |
| Other values (3) | 24 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 377 | |
| , | 72 | 14.1% |
| & | 63 | 12.3% |
Space Separator
| Value | Count | Frequency (%) |
| 2963 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 43 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 13 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 13 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 23889 | |
| Common | 3544 | 12.7% |
| Han | 404 | 1.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 3397 | |
| e | 2534 | |
| o | 2173 | 9.1% |
| r | 1962 | 8.2% |
| i | 1619 | 6.8% |
| c | 1614 | 6.8% |
| n | 1326 | 5.6% |
| l | 1127 | 4.7% |
| s | 1087 | 4.6% |
| d | 945 | 4.0% |
| Other values (21) | 6105 |
Han
| Value | Count | Frequency (%) |
| 灣 | 47 | |
| 伴 | 47 | |
| 夥 | 47 | |
| 作 | 47 | |
| 合 | 47 | |
| 台 | 47 | |
| 林 | 30 | |
| 哲 | 30 | |
| 豪 | 30 | |
| 宏 | 8 | 2.0% |
| Other values (3) | 24 |
Common
| Value | Count | Frequency (%) |
| 2963 | ||
| . | 377 | 10.6% |
| , | 72 | 2.0% |
| & | 63 | 1.8% |
| - | 43 | 1.2% |
| ( | 13 | 0.4% |
| ) | 13 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 27392 | |
| CJK | 404 | 1.5% |
| None | 41 | 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 3397 | |
| 2963 | 10.8% | |
| e | 2534 | 9.3% |
| o | 2173 | 7.9% |
| r | 1962 | 7.2% |
| i | 1619 | 5.9% |
| c | 1614 | 5.9% |
| n | 1326 | 4.8% |
| l | 1127 | 4.1% |
| s | 1087 | 4.0% |
| Other values (23) | 7590 |
CJK
| Value | Count | Frequency (%) |
| 灣 | 47 | |
| 伴 | 47 | |
| 夥 | 47 | |
| 作 | 47 | |
| 合 | 47 | |
| 台 | 47 | |
| 林 | 30 | |
| 哲 | 30 | |
| 豪 | 30 | |
| 宏 | 8 | 2.0% |
| Other values (3) | 24 |
None
| Value | Count | Frequency (%) |
| ñ | 23 | |
| é | 12 | |
| á | 3 | 7.3% |
| ú | 2 | 4.9% |
| ó | 1 | 2.4% |
country_of_origin
Categorical
| Distinct | 36 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Memory size | 20.5 KiB |
| Mexico | |
|---|---|
| Colombia | |
| Guatemala | |
| Brazil | |
| Taiwan | |
| Other values (31) |
Length
| Max length | 28 |
|---|---|
| Median length | 27 |
| Mean length | 8.8931298 |
| Min length | 4 |
Characters and Unicode
| Total characters | 11650 |
|---|---|
| Distinct characters | 47 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 8 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | Ethiopia |
|---|---|
| 2nd row | Ethiopia |
| 3rd row | Guatemala |
| 4th row | Ethiopia |
| 5th row | Ethiopia |
Common Values
| Value | Count | Frequency (%) |
| Mexico | 236 | |
| Colombia | 183 | |
| Guatemala | 181 | |
| Brazil | 132 | |
| Taiwan | 75 | 5.7% |
| United States (Hawaii) | 73 | 5.6% |
| Honduras | 53 | 4.0% |
| Costa Rica | 51 | 3.9% |
| Ethiopia | 44 | 3.4% |
| Tanzania, United Republic Of | 40 | 3.1% |
| Other values (26) | 242 |
Length
| Value | Count | Frequency (%) |
| mexico | 236 | |
| colombia | 183 | 11.0% |
| guatemala | 181 | 10.8% |
| brazil | 132 | 7.9% |
| united | 125 | 7.5% |
| states | 85 | 5.1% |
| taiwan | 75 | 4.5% |
| hawaii | 73 | 4.4% |
| honduras | 53 | 3.2% |
| costa | 51 | 3.1% |
| Other values (35) | 477 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1933 | |
| i | 1267 | 10.9% |
| o | 805 | 6.9% |
| e | 742 | 6.4% |
| l | 626 | 5.4% |
| t | 590 | 5.1% |
| n | 502 | 4.3% |
| m | 384 | 3.3% |
| 361 | 3.1% | |
| c | 358 | 3.1% |
| Other values (37) | 4082 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9423 | |
| Uppercase Letter | 1671 | 14.3% |
| Space Separator | 361 | 3.1% |
| Open Punctuation | 77 | 0.7% |
| Close Punctuation | 77 | 0.7% |
| Other Punctuation | 41 | 0.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 1933 | |
| i | 1267 | |
| o | 805 | |
| e | 742 | 7.9% |
| l | 626 | 6.6% |
| t | 590 | 6.3% |
| n | 502 | 5.3% |
| m | 384 | 4.1% |
| c | 358 | 3.8% |
| u | 323 | 3.4% |
| Other values (13) | 1893 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 256 | |
| C | 251 | |
| G | 182 | |
| U | 151 | |
| T | 147 | |
| B | 134 | |
| H | 132 | |
| S | 106 | |
| R | 96 | 5.7% |
| E | 66 | 3.9% |
| Other values (9) | 150 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 40 | |
| ? | 1 | 2.4% |
Space Separator
| Value | Count | Frequency (%) |
| 361 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 77 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 77 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 11094 | |
| Common | 556 | 4.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 1933 | |
| i | 1267 | 11.4% |
| o | 805 | 7.3% |
| e | 742 | 6.7% |
| l | 626 | 5.6% |
| t | 590 | 5.3% |
| n | 502 | 4.5% |
| m | 384 | 3.5% |
| c | 358 | 3.2% |
| u | 323 | 2.9% |
| Other values (32) | 3564 |
Common
| Value | Count | Frequency (%) |
| 361 | ||
| ( | 77 | 13.8% |
| ) | 77 | 13.8% |
| , | 40 | 7.2% |
| ? | 1 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11650 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 1933 | |
| i | 1267 | 10.9% |
| o | 805 | 6.9% |
| e | 742 | 6.4% |
| l | 626 | 5.4% |
| t | 590 | 5.1% |
| n | 502 | 4.3% |
| m | 384 | 3.3% |
| 361 | 3.1% | |
| c | 358 | 3.1% |
| Other values (37) | 4082 |
variety
Categorical
| Distinct | 29 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 201 |
| Missing (%) | 15.3% |
| Memory size | 20.5 KiB |
| Caturra | |
|---|---|
| Bourbon | |
| Typica | |
| Other | |
| Catuai | |
| Other values (24) |
Length
| Max length | 21 |
|---|---|
| Median length | 19 |
| Mean length | 7.0216216 |
| Min length | 4 |
Characters and Unicode
| Total characters | 7794 |
|---|---|
| Distinct characters | 46 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 6 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | Other |
|---|---|
| 2nd row | Bourbon |
| 3rd row | Other |
| 4th row | Other |
| 5th row | Other |
Common Values
| Value | Count | Frequency (%) |
| Caturra | 256 | |
| Bourbon | 226 | |
| Typica | 211 | |
| Other | 108 | |
| Catuai | 74 | 5.6% |
| Hawaiian Kona | 44 | 3.4% |
| Yellow Bourbon | 35 | 2.7% |
| Mundo Novo | 33 | 2.5% |
| Catimor | 20 | 1.5% |
| SL14 | 17 | 1.3% |
| Other values (19) | 86 | 6.6% |
| (Missing) | 201 |
Length
| Value | Count | Frequency (%) |
| bourbon | 261 | |
| caturra | 256 | |
| typica | 211 | |
| other | 108 | |
| catuai | 74 | 6.0% |
| hawaiian | 44 | 3.6% |
| kona | 44 | 3.6% |
| yellow | 35 | 2.8% |
| mundo | 33 | 2.7% |
| novo | 33 | 2.7% |
| Other values (25) | 133 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1174 | |
| r | 936 | |
| o | 731 | 9.4% |
| u | 643 | 8.2% |
| t | 468 | 6.0% |
| i | 413 | 5.3% |
| n | 398 | 5.1% |
| C | 351 | 4.5% |
| b | 267 | 3.4% |
| B | 263 | 3.4% |
| Other values (36) | 2150 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 6318 | |
| Uppercase Letter | 1270 | 16.3% |
| Space Separator | 122 | 1.6% |
| Decimal Number | 84 | 1.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 1174 | |
| r | 936 | |
| o | 731 | |
| u | 643 | |
| t | 468 | 7.4% |
| i | 413 | 6.5% |
| n | 398 | 6.3% |
| b | 267 | 4.2% |
| c | 235 | 3.7% |
| y | 217 | 3.4% |
| Other values (13) | 836 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 351 | |
| B | 263 | |
| T | 211 | |
| O | 108 | 8.5% |
| S | 45 | 3.5% |
| H | 45 | 3.5% |
| K | 44 | 3.5% |
| L | 41 | 3.2% |
| M | 40 | 3.1% |
| Y | 37 | 2.9% |
| Other values (7) | 85 | 6.7% |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 25 | |
| 1 | 21 | |
| 2 | 15 | |
| 8 | 15 | |
| 3 | 8 | 9.5% |
Space Separator
| Value | Count | Frequency (%) |
| 122 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 7588 | |
| Common | 206 | 2.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 1174 | |
| r | 936 | |
| o | 731 | 9.6% |
| u | 643 | 8.5% |
| t | 468 | 6.2% |
| i | 413 | 5.4% |
| n | 398 | 5.2% |
| C | 351 | 4.6% |
| b | 267 | 3.5% |
| B | 263 | 3.5% |
| Other values (30) | 1944 |
Common
| Value | Count | Frequency (%) |
| 122 | ||
| 4 | 25 | 12.1% |
| 1 | 21 | 10.2% |
| 2 | 15 | 7.3% |
| 8 | 15 | 7.3% |
| 3 | 8 | 3.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7794 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 1174 | |
| r | 936 | |
| o | 731 | 9.4% |
| u | 643 | 8.2% |
| t | 468 | 6.0% |
| i | 413 | 5.3% |
| n | 398 | 5.1% |
| C | 351 | 4.5% |
| b | 267 | 3.4% |
| B | 263 | 3.4% |
| Other values (36) | 2150 |
processing_method
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 152 |
| Missing (%) | 11.6% |
| Memory size | 20.5 KiB |
| Washed / Wet | |
|---|---|
| Natural / Dry | |
| Semi-washed / Semi-pulped | 56 |
| Other | 26 |
| Pulped natural / honey | 14 |
Length
| Max length | 25 |
|---|---|
| Median length | 12 |
| Mean length | 12.808456 |
| Min length | 5 |
Characters and Unicode
| Total characters | 14845 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Washed / Wet |
|---|---|
| 2nd row | Washed / Wet |
| 3rd row | Natural / Dry |
| 4th row | Washed / Wet |
| 5th row | Natural / Dry |
Common Values
| Value | Count | Frequency (%) |
| Washed / Wet | 812 | |
| Natural / Dry | 251 | 19.1% |
| Semi-washed / Semi-pulped | 56 | 4.3% |
| Other | 26 | 2.0% |
| Pulped natural / honey | 14 | 1.1% |
| (Missing) | 152 | 11.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1133 | ||
| washed | 812 | |
| wet | 812 | |
| natural | 265 | 7.7% |
| dry | 251 | 7.3% |
| semi-washed | 56 | 1.6% |
| semi-pulped | 56 | 1.6% |
| other | 26 | 0.8% |
| pulped | 14 | 0.4% |
| honey | 14 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2280 | ||
| e | 1902 | |
| W | 1624 | |
| a | 1398 | |
| / | 1133 | |
| t | 1103 | |
| d | 938 | |
| h | 908 | 6.1% |
| s | 868 | 5.8% |
| r | 542 | 3.7% |
| Other values (15) | 2149 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9042 | |
| Space Separator | 2280 | 15.4% |
| Uppercase Letter | 2278 | 15.3% |
| Other Punctuation | 1133 | 7.6% |
| Dash Punctuation | 112 | 0.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1902 | |
| a | 1398 | |
| t | 1103 | |
| d | 938 | |
| h | 908 | |
| s | 868 | |
| r | 542 | 6.0% |
| l | 335 | 3.7% |
| u | 335 | 3.7% |
| y | 265 | 2.9% |
| Other values (6) | 448 | 5.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 1624 | |
| N | 251 | 11.0% |
| D | 251 | 11.0% |
| S | 112 | 4.9% |
| O | 26 | 1.1% |
| P | 14 | 0.6% |
Space Separator
| Value | Count | Frequency (%) |
| 2280 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 1133 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 112 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 11320 | |
| Common | 3525 | 23.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1902 | |
| W | 1624 | |
| a | 1398 | |
| t | 1103 | |
| d | 938 | |
| h | 908 | |
| s | 868 | |
| r | 542 | 4.8% |
| l | 335 | 3.0% |
| u | 335 | 3.0% |
| Other values (12) | 1367 |
Common
| Value | Count | Frequency (%) |
| 2280 | ||
| / | 1133 | |
| - | 112 | 3.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14845 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2280 | ||
| e | 1902 | |
| W | 1624 | |
| a | 1398 | |
| / | 1133 | |
| t | 1103 | |
| d | 938 | |
| h | 908 | 6.1% |
| s | 868 | 5.8% |
| r | 542 | 3.7% |
| Other values (15) | 2149 |
aroma
Real number (ℝ)
| Distinct | 33 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.5638063 |
| Minimum | 0 |
|---|---|
| Maximum | 8.75 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7.08 |
| Q1 | 7.42 |
| median | 7.58 |
| Q3 | 7.75 |
| 95-th percentile | 8.08 |
| Maximum | 8.75 |
| Range | 8.75 |
| Interquartile range (IQR) | 0.33 |
Descriptive statistics
| Standard deviation | 0.37866631 |
|---|---|
| Coefficient of variation (CV) | 0.050062931 |
| Kurtosis | 122.3781 |
| Mean | 7.5638063 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | -6.306326 |
| Sum | 9916.15 |
| Variance | 0.14338817 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.67 | 173 | |
| 7.5 | 163 | |
| 7.58 | 149 | |
| 7.75 | 122 | |
| 7.42 | 121 | |
| 7.83 | 101 | |
| 7.33 | 96 | |
| 7.25 | 78 | 5.9% |
| 7.92 | 57 | 4.3% |
| 7.17 | 45 | 3.4% |
| Other values (23) | 206 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 5.08 | 1 | 0.1% |
| 6.17 | 1 | 0.1% |
| 6.33 | 1 | 0.1% |
| 6.42 | 1 | 0.1% |
| 6.5 | 2 | 0.2% |
| 6.67 | 3 | 0.2% |
| 6.75 | 6 | |
| 6.83 | 9 | |
| 6.92 | 14 |
| Value | Count | Frequency (%) |
| 8.75 | 1 | 0.1% |
| 8.67 | 2 | 0.2% |
| 8.58 | 1 | 0.1% |
| 8.5 | 3 | 0.2% |
| 8.42 | 9 | 0.7% |
| 8.33 | 6 | 0.5% |
| 8.25 | 9 | 0.7% |
| 8.17 | 20 | |
| 8.08 | 20 | |
| 8 | 43 |
flavor
Real number (ℝ)
| Distinct | 35 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.5180702 |
| Minimum | 0 |
|---|---|
| Maximum | 8.83 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6.92 |
| Q1 | 7.33 |
| median | 7.58 |
| Q3 | 7.75 |
| 95-th percentile | 8 |
| Maximum | 8.83 |
| Range | 8.83 |
| Interquartile range (IQR) | 0.42 |
Descriptive statistics
| Standard deviation | 0.39997921 |
|---|---|
| Coefficient of variation (CV) | 0.053202378 |
| Kurtosis | 95.172934 |
| Mean | 7.5180702 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | -5.2235119 |
| Sum | 9856.19 |
| Variance | 0.15998337 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.5 | 164 | |
| 7.58 | 162 | |
| 7.67 | 145 | |
| 7.75 | 120 | |
| 7.42 | 114 | |
| 7.33 | 110 | |
| 7.83 | 85 | 6.5% |
| 7.25 | 64 | 4.9% |
| 7.17 | 56 | 4.3% |
| 7.08 | 42 | 3.2% |
| Other values (25) | 249 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 6.08 | 1 | 0.1% |
| 6.17 | 2 | 0.2% |
| 6.33 | 3 | 0.2% |
| 6.42 | 1 | 0.1% |
| 6.5 | 9 | |
| 6.58 | 5 | 0.4% |
| 6.67 | 4 | 0.3% |
| 6.75 | 10 | |
| 6.83 | 16 |
| Value | Count | Frequency (%) |
| 8.83 | 1 | 0.1% |
| 8.67 | 4 | 0.3% |
| 8.58 | 2 | 0.2% |
| 8.5 | 5 | 0.4% |
| 8.42 | 5 | 0.4% |
| 8.33 | 5 | 0.4% |
| 8.25 | 7 | 0.5% |
| 8.17 | 18 | |
| 8.08 | 13 | 1.0% |
| 8 | 41 |
aftertaste
Real number (ℝ)
| Distinct | 35 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.3976964 |
| Minimum | 0 |
|---|---|
| Maximum | 8.67 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6.83 |
| Q1 | 7.25 |
| median | 7.42 |
| Q3 | 7.58 |
| 95-th percentile | 7.92 |
| Maximum | 8.67 |
| Range | 8.67 |
| Interquartile range (IQR) | 0.33 |
Descriptive statistics
| Standard deviation | 0.40511863 |
|---|---|
| Coefficient of variation (CV) | 0.054762808 |
| Kurtosis | 84.644948 |
| Mean | 7.3976964 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | -4.8450553 |
| Sum | 9698.38 |
| Variance | 0.1641211 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.5 | 162 | |
| 7.33 | 150 | |
| 7.42 | 127 | |
| 7.58 | 125 | |
| 7.25 | 103 | |
| 7.67 | 99 | 7.6% |
| 7.17 | 90 | 6.9% |
| 7.75 | 81 | 6.2% |
| 7 | 62 | 4.7% |
| 7.83 | 61 | 4.7% |
| Other values (25) | 251 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 6.17 | 8 | 0.6% |
| 6.25 | 1 | 0.1% |
| 6.33 | 6 | 0.5% |
| 6.42 | 4 | 0.3% |
| 6.5 | 6 | 0.5% |
| 6.58 | 6 | 0.5% |
| 6.67 | 14 | 1.1% |
| 6.75 | 9 | 0.7% |
| 6.83 | 36 |
| Value | Count | Frequency (%) |
| 8.67 | 1 | 0.1% |
| 8.58 | 2 | 0.2% |
| 8.5 | 4 | 0.3% |
| 8.42 | 3 | 0.2% |
| 8.33 | 2 | 0.2% |
| 8.25 | 4 | 0.3% |
| 8.17 | 7 | 0.5% |
| 8.08 | 7 | 0.5% |
| 8 | 27 | |
| 7.92 | 19 |
acidity
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.5331121 |
| Minimum | 0 |
|---|---|
| Maximum | 8.75 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 7.33 |
| median | 7.5 |
| Q3 | 7.75 |
| 95-th percentile | 8.08 |
| Maximum | 8.75 |
| Range | 8.75 |
| Interquartile range (IQR) | 0.42 |
Descriptive statistics
| Standard deviation | 0.38159879 |
|---|---|
| Coefficient of variation (CV) | 0.050656194 |
| Kurtosis | 116.27208 |
| Mean | 7.5331121 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | -5.9678735 |
| Sum | 9875.91 |
| Variance | 0.14561764 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.5 | 160 | |
| 7.58 | 150 | |
| 7.67 | 143 | |
| 7.42 | 127 | |
| 7.75 | 122 | |
| 7.33 | 110 | |
| 7.25 | 86 | 6.6% |
| 7.17 | 73 | 5.6% |
| 7.83 | 72 | 5.5% |
| 8 | 47 | 3.6% |
| Other values (21) | 221 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 5.25 | 1 | 0.1% |
| 6.08 | 1 | 0.1% |
| 6.25 | 1 | 0.1% |
| 6.5 | 1 | 0.1% |
| 6.67 | 5 | 0.4% |
| 6.75 | 6 | 0.5% |
| 6.83 | 11 | 0.8% |
| 6.92 | 10 | 0.8% |
| 7 | 32 |
| Value | Count | Frequency (%) |
| 8.75 | 1 | 0.1% |
| 8.58 | 1 | 0.1% |
| 8.5 | 7 | 0.5% |
| 8.42 | 6 | 0.5% |
| 8.33 | 9 | 0.7% |
| 8.25 | 6 | 0.5% |
| 8.17 | 14 | 1.1% |
| 8.08 | 25 | |
| 8 | 47 | |
| 7.92 | 46 |
body
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.5177269 |
| Minimum | 0 |
|---|---|
| Maximum | 8.58 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7.08 |
| Q1 | 7.33 |
| median | 7.5 |
| Q3 | 7.67 |
| 95-th percentile | 8 |
| Maximum | 8.58 |
| Range | 8.58 |
| Interquartile range (IQR) | 0.34 |
Descriptive statistics
| Standard deviation | 0.35921291 |
|---|---|
| Coefficient of variation (CV) | 0.047782117 |
| Kurtosis | 146.90949 |
| Mean | 7.5177269 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | -7.1554372 |
| Sum | 9855.74 |
| Variance | 0.12903391 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.5 | 198 | |
| 7.67 | 149 | |
| 7.58 | 136 | |
| 7.33 | 131 | |
| 7.42 | 125 | |
| 7.75 | 108 | |
| 7.25 | 86 | |
| 7.83 | 82 | |
| 7.17 | 68 | 5.2% |
| 7.92 | 48 | 3.7% |
| Other values (21) | 180 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 5.25 | 1 | 0.1% |
| 6.33 | 2 | 0.2% |
| 6.42 | 1 | 0.1% |
| 6.5 | 1 | 0.1% |
| 6.67 | 2 | 0.2% |
| 6.75 | 4 | 0.3% |
| 6.83 | 4 | 0.3% |
| 6.92 | 11 | 0.8% |
| 7 | 34 |
| Value | Count | Frequency (%) |
| 8.58 | 1 | 0.1% |
| 8.5 | 3 | 0.2% |
| 8.42 | 3 | 0.2% |
| 8.33 | 6 | 0.5% |
| 8.25 | 5 | 0.4% |
| 8.17 | 7 | 0.5% |
| 8.08 | 21 | 1.6% |
| 8 | 34 | |
| 7.92 | 48 | |
| 7.83 | 82 |
balance
Real number (ℝ)
| Distinct | 32 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.5175057 |
| Minimum | 0 |
|---|---|
| Maximum | 8.75 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6.92 |
| Q1 | 7.33 |
| median | 7.5 |
| Q3 | 7.75 |
| 95-th percentile | 8.08 |
| Maximum | 8.75 |
| Range | 8.75 |
| Interquartile range (IQR) | 0.42 |
Descriptive statistics
| Standard deviation | 0.40631592 |
|---|---|
| Coefficient of variation (CV) | 0.0540493 |
| Kurtosis | 89.118262 |
| Mean | 7.5175057 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | -4.8442801 |
| Sum | 9855.45 |
| Variance | 0.16509263 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.5 | 172 | |
| 7.67 | 145 | |
| 7.58 | 127 | |
| 7.42 | 120 | |
| 7.75 | 103 | 7.9% |
| 7.33 | 99 | 7.6% |
| 7.83 | 98 | 7.5% |
| 7.17 | 71 | 5.4% |
| 7.25 | 64 | 4.9% |
| 7 | 46 | 3.5% |
| Other values (22) | 266 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 6.08 | 1 | 0.1% |
| 6.17 | 3 | 0.2% |
| 6.33 | 1 | 0.1% |
| 6.42 | 1 | 0.1% |
| 6.5 | 2 | 0.2% |
| 6.58 | 3 | 0.2% |
| 6.67 | 4 | 0.3% |
| 6.75 | 7 | 0.5% |
| 6.83 | 22 |
| Value | Count | Frequency (%) |
| 8.75 | 2 | 0.2% |
| 8.58 | 7 | 0.5% |
| 8.5 | 7 | 0.5% |
| 8.42 | 7 | 0.5% |
| 8.33 | 7 | 0.5% |
| 8.25 | 8 | 0.6% |
| 8.17 | 17 | 1.3% |
| 8.08 | 16 | 1.2% |
| 8 | 45 | |
| 7.92 | 38 |
uniformity
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.8333944 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8.67 |
| Q1 | 10 |
| median | 10 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.55934312 |
|---|---|
| Coefficient of variation (CV) | 0.056881998 |
| Kurtosis | 84.152305 |
| Mean | 9.8333944 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -6.9261173 |
| Sum | 12891.58 |
| Variance | 0.31286473 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 1128 | |
| 9.33 | 112 | 8.5% |
| 8.67 | 31 | 2.4% |
| 8 | 25 | 1.9% |
| 6.67 | 7 | 0.5% |
| 6 | 3 | 0.2% |
| 7.33 | 2 | 0.2% |
| 9.5 | 1 | 0.1% |
| 9 | 1 | 0.1% |
| 0 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 6 | 3 | 0.2% |
| 6.67 | 7 | 0.5% |
| 7.33 | 2 | 0.2% |
| 8 | 25 | 1.9% |
| 8.67 | 31 | 2.4% |
| 9 | 1 | 0.1% |
| 9.33 | 112 | 8.5% |
| 9.5 | 1 | 0.1% |
| 10 | 1128 |
| Value | Count | Frequency (%) |
| 10 | 1128 | |
| 9.5 | 1 | 0.1% |
| 9.33 | 112 | 8.5% |
| 9 | 1 | 0.1% |
| 8.67 | 31 | 2.4% |
| 8 | 25 | 1.9% |
| 7.33 | 2 | 0.2% |
| 6.67 | 7 | 0.5% |
| 6 | 3 | 0.2% |
| 0 | 1 | 0.1% |
clean_cup
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.8331198 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 2 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9.33 |
| Q1 | 10 |
| median | 10 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.77134973 |
|---|---|
| Coefficient of variation (CV) | 0.07844405 |
| Kurtosis | 69.173176 |
| Mean | 9.8331198 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -7.3778242 |
| Sum | 12891.22 |
| Variance | 0.59498041 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 1194 | |
| 9.33 | 58 | 4.4% |
| 8.67 | 16 | 1.2% |
| 6.67 | 13 | 1.0% |
| 8 | 13 | 1.0% |
| 6 | 6 | 0.5% |
| 5.33 | 3 | 0.2% |
| 7.33 | 3 | 0.2% |
| 2.67 | 2 | 0.2% |
| 0 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.2% |
| 1.33 | 1 | 0.1% |
| 2.67 | 2 | 0.2% |
| 5.33 | 3 | 0.2% |
| 6 | 6 | 0.5% |
| 6.67 | 13 | 1.0% |
| 7.33 | 3 | 0.2% |
| 8 | 13 | 1.0% |
| 8.67 | 16 | 1.2% |
| 9.33 | 58 |
| Value | Count | Frequency (%) |
| 10 | 1194 | |
| 9.33 | 58 | 4.4% |
| 8.67 | 16 | 1.2% |
| 8 | 13 | 1.0% |
| 7.33 | 3 | 0.2% |
| 6.67 | 13 | 1.0% |
| 6 | 6 | 0.5% |
| 5.33 | 3 | 0.2% |
| 2.67 | 2 | 0.2% |
| 1.33 | 1 | 0.1% |
sweetness
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.9032723 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9.33 |
| Q1 | 10 |
| median | 10 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.53083174 |
|---|---|
| Coefficient of variation (CV) | 0.05360165 |
| Kurtosis | 157.52829 |
| Mean | 9.9032723 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -10.756332 |
| Sum | 12983.19 |
| Variance | 0.28178234 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 1218 | |
| 9.33 | 61 | 4.7% |
| 8.67 | 12 | 0.9% |
| 8 | 8 | 0.6% |
| 6.67 | 7 | 0.5% |
| 6 | 3 | 0.2% |
| 1.33 | 1 | 0.1% |
| 0 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 1.33 | 1 | 0.1% |
| 6 | 3 | 0.2% |
| 6.67 | 7 | 0.5% |
| 8 | 8 | 0.6% |
| 8.67 | 12 | 0.9% |
| 9.33 | 61 | 4.7% |
| 10 | 1218 |
| Value | Count | Frequency (%) |
| 10 | 1218 | |
| 9.33 | 61 | 4.7% |
| 8.67 | 12 | 0.9% |
| 8 | 8 | 0.6% |
| 6.67 | 7 | 0.5% |
| 6 | 3 | 0.2% |
| 1.33 | 1 | 0.1% |
| 0 | 1 | 0.1% |
cupper_points
Real number (ℝ)
| Distinct | 42 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.4978642 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6.83 |
| Q1 | 7.25 |
| median | 7.5 |
| Q3 | 7.75 |
| 95-th percentile | 8.08 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.47461002 |
|---|---|
| Coefficient of variation (CV) | 0.063299362 |
| Kurtosis | 50.156431 |
| Mean | 7.4978642 |
| Median Absolute Deviation (MAD) | 0.25 |
| Skewness | -2.8388745 |
| Sum | 9829.7 |
| Variance | 0.22525467 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.5 | 152 | |
| 7.58 | 136 | |
| 7.33 | 114 | 8.7% |
| 7.67 | 113 | 8.6% |
| 7.42 | 103 | 7.9% |
| 7.25 | 85 | 6.5% |
| 7.75 | 84 | 6.4% |
| 7.83 | 81 | 6.2% |
| 7.17 | 63 | 4.8% |
| 7.92 | 52 | 4.0% |
| Other values (32) | 328 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 5.17 | 1 | 0.1% |
| 5.25 | 1 | 0.1% |
| 5.42 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| 6.17 | 3 | |
| 6.25 | 1 | 0.1% |
| 6.33 | 3 | |
| 6.42 | 5 | |
| 6.5 | 6 |
| Value | Count | Frequency (%) |
| 10 | 4 | |
| 9.25 | 1 | 0.1% |
| 9 | 1 | 0.1% |
| 8.83 | 1 | 0.1% |
| 8.75 | 1 | 0.1% |
| 8.67 | 2 | 0.2% |
| 8.58 | 5 | |
| 8.5 | 8 | |
| 8.42 | 6 | |
| 8.33 | 8 |
total_cup_points
Real number (ℝ)
| Distinct | 178 |
|---|---|
| Distinct (%) | 13.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82.115927 |
| Minimum | 0 |
|---|---|
| Maximum | 90.58 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 77.92 |
| Q1 | 81.17 |
| median | 82.5 |
| Q3 | 83.67 |
| 95-th percentile | 85.5 |
| Maximum | 90.58 |
| Range | 90.58 |
| Interquartile range (IQR) | 2.5 |
Descriptive statistics
| Standard deviation | 3.5157607 |
|---|---|
| Coefficient of variation (CV) | 0.042814601 |
| Kurtosis | 229.25664 |
| Mean | 82.115927 |
| Median Absolute Deviation (MAD) | 1.25 |
| Skewness | -10.529617 |
| Sum | 107653.98 |
| Variance | 12.360573 |
| Monotonicity | Decreasing |
| Value | Count | Frequency (%) |
| 83.17 | 38 | 2.9% |
| 83 | 37 | 2.8% |
| 82.42 | 31 | 2.4% |
| 82.75 | 29 | 2.2% |
| 82.33 | 29 | 2.2% |
| 82.67 | 26 | 2.0% |
| 81.83 | 26 | 2.0% |
| 82.92 | 26 | 2.0% |
| 81.67 | 25 | 1.9% |
| 81.5 | 24 | 1.8% |
| Other values (168) | 1020 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 59.83 | 1 | |
| 63.08 | 1 | |
| 67.92 | 1 | |
| 68.33 | 1 | |
| 69.17 | 2 | |
| 69.33 | 1 | |
| 70.67 | 1 | |
| 70.75 | 1 | |
| 71 | 1 |
| Value | Count | Frequency (%) |
| 90.58 | 1 | |
| 89.92 | 1 | |
| 89.75 | 1 | |
| 89 | 1 | |
| 88.83 | 2 | |
| 88.75 | 1 | |
| 88.67 | 1 | |
| 88.42 | 1 | |
| 88.25 | 1 | |
| 88.08 | 1 |
altitude_mean_meters
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 201 |
|---|---|
| Distinct (%) | 18.5% |
| Missing | 227 |
| Missing (%) | 17.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1784.1964 |
| Minimum | 1 |
|---|---|
| Maximum | 190164 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 442 |
| Q1 | 1100 |
| median | 1310.64 |
| Q3 | 1600 |
| 95-th percentile | 1880 |
| Maximum | 190164 |
| Range | 190163 |
| Interquartile range (IQR) | 500 |
Descriptive statistics
| Standard deviation | 8767.0169 |
|---|---|
| Coefficient of variation (CV) | 4.9137063 |
| Kurtosis | 414.4035 |
| Mean | 1784.1964 |
| Median Absolute Deviation (MAD) | 239.36 |
| Skewness | 20.095181 |
| Sum | 1934068.9 |
| Variance | 76860586 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1200 | 66 | 5.0% |
| 1400 | 52 | 4.0% |
| 1100 | 52 | 4.0% |
| 1300 | 50 | 3.8% |
| 1500 | 44 | 3.4% |
| 1250 | 39 | 3.0% |
| 1700 | 36 | 2.7% |
| 1600 | 35 | 2.7% |
| 1750 | 34 | 2.6% |
| 1550 | 34 | 2.6% |
| Other values (191) | 642 | |
| (Missing) | 227 | 17.3% |
| Value | Count | Frequency (%) |
| 1 | 12 | |
| 12 | 3 | 0.2% |
| 13 | 2 | 0.2% |
| 50 | 1 | 0.1% |
| 100 | 1 | 0.1% |
| 110 | 1 | 0.1% |
| 125 | 1 | 0.1% |
| 150 | 2 | 0.2% |
| 157.8864 | 3 | 0.2% |
| 165 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 190164 | 2 | |
| 110000 | 1 | |
| 11000 | 1 | |
| 4287 | 1 | |
| 4001 | 1 | |
| 3850 | 1 | |
| 3845 | 1 | |
| 3825 | 1 | |
| 3800 | 1 | |
| 3500 | 1 |
| aroma | flavor | aftertaste | acidity | body | balance | uniformity | clean_cup | sweetness | cupper_points | total_cup_points | altitude_mean_meters | country_of_origin | variety | processing_method | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| aroma | 1.000 | 0.715 | 0.667 | 0.616 | 0.561 | 0.616 | 0.116 | 0.161 | 0.024 | 0.645 | 0.752 | 0.228 | 0.152 | 0.067 | 0.016 |
| flavor | 0.715 | 1.000 | 0.806 | 0.744 | 0.669 | 0.726 | 0.160 | 0.199 | 0.050 | 0.797 | 0.863 | 0.186 | 0.204 | 0.028 | 0.063 |
| aftertaste | 0.667 | 0.806 | 1.000 | 0.697 | 0.676 | 0.757 | 0.158 | 0.177 | 0.020 | 0.780 | 0.840 | 0.200 | 0.269 | 0.097 | 0.074 |
| acidity | 0.616 | 0.744 | 0.697 | 1.000 | 0.616 | 0.660 | 0.105 | 0.109 | 0.013 | 0.688 | 0.769 | 0.243 | 0.213 | 0.000 | 0.000 |
| body | 0.561 | 0.669 | 0.676 | 0.616 | 1.000 | 0.697 | 0.034 | 0.073 | -0.070 | 0.670 | 0.726 | 0.175 | 0.170 | 0.068 | 0.073 |
| balance | 0.616 | 0.726 | 0.757 | 0.660 | 0.697 | 1.000 | 0.125 | 0.144 | -0.023 | 0.756 | 0.810 | 0.236 | 0.214 | 0.049 | 0.129 |
| uniformity | 0.116 | 0.160 | 0.158 | 0.105 | 0.034 | 0.125 | 1.000 | 0.621 | 0.468 | 0.144 | 0.345 | 0.068 | 0.045 | 0.000 | 0.032 |
| clean_cup | 0.161 | 0.199 | 0.177 | 0.109 | 0.073 | 0.144 | 0.621 | 1.000 | 0.487 | 0.179 | 0.364 | 0.082 | 0.021 | 0.000 | 0.000 |
| sweetness | 0.024 | 0.050 | 0.020 | 0.013 | -0.070 | -0.023 | 0.468 | 0.487 | 1.000 | 0.037 | 0.191 | 0.014 | 0.157 | 0.000 | 0.069 |
| cupper_points | 0.645 | 0.797 | 0.780 | 0.688 | 0.670 | 0.756 | 0.144 | 0.179 | 0.037 | 1.000 | 0.856 | 0.217 | 0.203 | 0.055 | 0.069 |
| total_cup_points | 0.752 | 0.863 | 0.840 | 0.769 | 0.726 | 0.810 | 0.345 | 0.364 | 0.191 | 0.856 | 1.000 | 0.252 | 0.189 | 0.000 | 0.068 |
| altitude_mean_meters | 0.228 | 0.186 | 0.200 | 0.243 | 0.175 | 0.236 | 0.068 | 0.082 | 0.014 | 0.217 | 0.252 | 1.000 | 0.038 | 0.000 | 0.000 |
| country_of_origin | 0.152 | 0.204 | 0.269 | 0.213 | 0.170 | 0.214 | 0.045 | 0.021 | 0.157 | 0.203 | 0.189 | 0.038 | 1.000 | 0.477 | 0.397 |
| variety | 0.067 | 0.028 | 0.097 | 0.000 | 0.068 | 0.049 | 0.000 | 0.000 | 0.000 | 0.055 | 0.000 | 0.000 | 0.477 | 1.000 | 0.284 |
| processing_method | 0.016 | 0.063 | 0.074 | 0.000 | 0.073 | 0.129 | 0.032 | 0.000 | 0.069 | 0.069 | 0.068 | 0.000 | 0.397 | 0.284 | 1.000 |
| owner | country_of_origin | variety | processing_method | aroma | flavor | aftertaste | acidity | body | balance | uniformity | clean_cup | sweetness | cupper_points | total_cup_points | altitude_mean_meters | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | metad plc | Ethiopia | NaN | Washed / Wet | 8.67 | 8.83 | 8.67 | 8.75 | 8.50 | 8.42 | 10.00 | 10.0 | 10.00 | 8.75 | 90.58 | 2075.0 |
| 2 | metad plc | Ethiopia | Other | Washed / Wet | 8.75 | 8.67 | 8.50 | 8.58 | 8.42 | 8.42 | 10.00 | 10.0 | 10.00 | 8.58 | 89.92 | 2075.0 |
| 3 | grounds for health admin | Guatemala | Bourbon | NaN | 8.42 | 8.50 | 8.42 | 8.42 | 8.33 | 8.42 | 10.00 | 10.0 | 10.00 | 9.25 | 89.75 | 1700.0 |
| 4 | yidnekachew dabessa | Ethiopia | NaN | Natural / Dry | 8.17 | 8.58 | 8.42 | 8.42 | 8.50 | 8.25 | 10.00 | 10.0 | 10.00 | 8.67 | 89.00 | 2000.0 |
| 5 | metad plc | Ethiopia | Other | Washed / Wet | 8.25 | 8.50 | 8.25 | 8.50 | 8.42 | 8.33 | 10.00 | 10.0 | 10.00 | 8.58 | 88.83 | 2075.0 |
| 6 | ji-ae ahn | Brazil | NaN | Natural / Dry | 8.58 | 8.42 | 8.42 | 8.50 | 8.25 | 8.33 | 10.00 | 10.0 | 10.00 | 8.33 | 88.83 | NaN |
| 7 | hugo valdivia | Peru | Other | Washed / Wet | 8.42 | 8.50 | 8.33 | 8.50 | 8.25 | 8.25 | 10.00 | 10.0 | 10.00 | 8.50 | 88.75 | NaN |
| 8 | ethiopia commodity exchange | Ethiopia | NaN | NaN | 8.25 | 8.33 | 8.50 | 8.42 | 8.33 | 8.50 | 10.00 | 10.0 | 9.33 | 9.00 | 88.67 | 1635.0 |
| 9 | ethiopia commodity exchange | Ethiopia | NaN | NaN | 8.67 | 8.67 | 8.58 | 8.42 | 8.33 | 8.42 | 9.33 | 10.0 | 9.33 | 8.67 | 88.42 | 1635.0 |
| 10 | diamond enterprise plc | Ethiopia | Other | Natural / Dry | 8.08 | 8.58 | 8.50 | 8.50 | 7.67 | 8.42 | 10.00 | 10.0 | 10.00 | 8.50 | 88.25 | 1822.5 |
| owner | country_of_origin | variety | processing_method | aroma | flavor | aftertaste | acidity | body | balance | uniformity | clean_cup | sweetness | cupper_points | total_cup_points | altitude_mean_meters | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1302 | kurt kappeli | Mexico | Typica | Washed / Wet | 6.92 | 7.00 | 6.83 | 6.92 | 7.42 | 6.92 | 6.00 | 6.00 | 10.00 | 6.75 | 70.75 | 1000.00 |
| 1303 | volcafe ltda. - brasil | Brazil | NaN | Natural / Dry | 7.00 | 7.00 | 6.83 | 7.00 | 7.33 | 6.83 | 6.00 | 6.00 | 10.00 | 6.67 | 70.67 | NaN |
| 1304 | cadexsa | Honduras | Catuai | Washed / Wet | 6.67 | 6.50 | 6.17 | 6.67 | 6.83 | 6.17 | 8.00 | 8.00 | 8.00 | 6.33 | 69.33 | 1450.00 |
| 1305 | cadexsa | Honduras | Catuai | Washed / Wet | 7.00 | 6.17 | 6.17 | 6.67 | 6.50 | 6.17 | 8.00 | 8.00 | 8.00 | 6.50 | 69.17 | 1450.00 |
| 1306 | cadexsa | Honduras | Catuai | Washed / Wet | 7.00 | 6.33 | 6.17 | 6.50 | 6.67 | 6.17 | 8.00 | 8.00 | 8.00 | 6.33 | 69.17 | 1450.00 |
| 1307 | juan carlos garcia lopez | Mexico | Bourbon | Washed / Wet | 7.08 | 6.83 | 6.25 | 7.42 | 7.25 | 6.75 | 10.00 | 0.00 | 10.00 | 6.75 | 68.33 | 900.00 |
| 1308 | myriam kaplan-pasternak | Haiti | Typica | Natural / Dry | 6.75 | 6.58 | 6.42 | 6.67 | 7.08 | 6.67 | 9.33 | 6.00 | 6.00 | 6.42 | 67.92 | 350.00 |
| 1309 | exportadora atlantic, s.a. | Nicaragua | Caturra | Other | 7.25 | 6.58 | 6.33 | 6.25 | 6.42 | 6.08 | 6.00 | 6.00 | 6.00 | 6.17 | 63.08 | 1100.00 |
| 1310 | juan luis alvarado romero | Guatemala | Catuai | Washed / Wet | 7.50 | 6.67 | 6.67 | 7.67 | 7.33 | 6.67 | 8.00 | 1.33 | 1.33 | 6.67 | 59.83 | 1417.32 |
| 1312 | bismarck castro | Honduras | Caturra | NaN | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1400.00 |